However, the structure and underlying processes of the data for which these architectures were developed are often fundamentally different from those present in physics experiments.
In order to bridge this gap, physicists have often resorted (with a few exceptions[1]}, [2]}, [3]}, [4]}) to remedial measures by re-structuring or re-formatting experimental data from its natural representation to conform with the format required by a specific existing model architecture.
